How real projects configure their agents

23,261 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
dermotduffy/advanced-camera-card card.camera A comprehensive camera card for Home Assistant 1,153 Claude Code, Codex, Gemini CLI, OpenCode 4 9 tok
vm0-ai/vm0 okou.ai Okou connects to the tools your team already uses and does the work — across marketing, sa 1,152 Claude Code, Codex, OpenCode 14 1,126 tok
Gentleman-Programming/gentleman-guardian-angel 😇 Gentleman Guardian Angel (gga) - Provider-agnostic code review using AI. Use Claude, Ge 1,152 Codex, OpenCode 1 365 tok
laude-institute/headlong headlong.ai An open source agent microharness featuring persistent agency and recursive LLMs. Of bash, 1,152 Codex, OpenCode 1 1,467 tok
Mibayy/token-savior mibayy.github.io MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active t 1,151 Claude Code, Codex, OpenCode 2 3,006 tok
ENTERPILOT/GoModel gomodel.enterpilot.io AI gateway / AI control plane / AI proxy written in Go. Unified OpenAI-compatible and Anth 1,151 Claude Code, Codex, OpenCode 2 865 tok
alvinunreal/openpets openpets.dev Local first, desktop companion platform with animated pets, plugin SDK and coding-agent in 1,149 Claude Code, Codex, OpenCode 2 2,089 tok
microsoft/skills-for-fabric A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate o 1,148 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 9,696 tok
jerry-ai-dev/MODULAR-RAG-MCP-SERVER A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using 1,147 Claude Code, Codex 9
strands-agents/agent-sop aws.amazon.com Natural language workflows that enable AI agents to perform complex, multi-step tasks with 1,146 Codex, OpenCode 1 2,083 tok
fcakyon/claude-codex-settings claudesettings.com Battle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Ki 1,142 Claude Code, Codex, Gemini CLI, OpenCode 6 4,965 tok
VirtusLab/git-machete Probably the sharpest git repository organizer & rebase/merge workflow automation tool you 1,139 Codex, OpenCode 1 1,620 tok
tintinweb/pi-subagents npmjs.com Claude Code like Sub-Agents & Workflow Orchestration for Pi — parallel execution, live wid 1,139 Codex, OpenCode 1 2,696 tok
web-infra-dev/rsdoctor rsdoctor.rs AI-friendly build analyzer for Rspack 1,139 Claude Code, Codex, OpenCode 10 1,238 tok
PostHog/posthog.com posthog.com Official docs, website, and handbook for PostHog. 1,138 Claude Code, Codex, OpenCode 10 1,691 tok
mtymek/opencode-obsidian Embed OpenCode AI assistant directly in Obsidian's sidebar. 1,136 Codex, OpenCode 11 752 tok
hijohnnylin/neuronpedia neuronpedia.org open source interpretability platform 🧠 1,136 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,328 tok
z88dk/z88dk z88dk.org The development kit for over a hundred z80 family machines - c compiler, assembler, linker 1,135 Codex, OpenCode 1 2,215 tok
cloudflare/artifact-fs workers.cloudflare.com ArtifactFS is a filesystem driver designed to mount large git repos as quickly as possible 1,135 Claude Code, Codex, OpenCode 2 821 tok
orangehrm/orangehrm OrangeHRM is a comprehensive Human Resource Management (HRM) System that captures all the 1,135 Claude Code, Codex, OpenCode 32 2,896 tok
fivetaku/gptaku_plugins A Claude Code plugin marketplace for people who want to become AI Native 1,134 Claude Code, Codex, OpenCode 2 3,494 tok
platonai/Browser4 browser4.io Browser4 — an AI-native browser engine for autonomous agents, intelligent extraction, and 1,131 Claude Code, Codex, OpenCode 2 6,333 tok
ClawBio/ClawBio clawbio.github.io 🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproduc 1,130 Claude Code, Codex, OpenCode 2 15,476 tok
xuzhougeng/wisp-science wispscience.com Open-source, local-first desktop AI research workbench for scientific computing with Pytho 1,130 Codex, OpenCode 1 2,264 tok
diffblue/cbmc diffblue.github.io C Bounded Model Checker 1,130 Codex, OpenCode 1 7,198 tok
deanpeters/product-manager-prompts A repository of Generative AI prompts for product managers using agents such as ChatGPT, C 1,129 Claude Code, Codex, OpenCode 2 5,704 tok
massgen/MassGen docs.massgen.ai 🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autono 1,128 Claude Code, Codex, OpenCode 2 9,136 tok
withkynam/vibecode-pro-max-kit Your AI forgets. This remembers. Spec-driven coding harness for vibecoders, product owners 1,127 Claude Code, Codex, OpenCode 56 15,545 tok
Dicklesworthstone/coding_agent_session_search Unified TUI and CLI to index and search your local coding agent session history across 11+ 1,127 Codex, OpenCode 1 16,752 tok
suyiiyii/AutoGLM-GUI autoglm-gui.vercel.app A modern Web graphical interface for AutoGLM—making it easy for AI to automate Android dev 1,126 Claude Code, Codex, OpenCode 3 1,582 tok
0xranx/OpenContext 0xranx.github.io A personal context store for AI agents and assistants—reuse your existing coding agent CLI 1,122 Codex, OpenCode 1 1,022 tok
KroMiose/nekro-agent nekro.ai NekroAgent is a cross-platform Agent framework for multiplayer interaction scenarios, inte 1,121 Claude Code, Codex, OpenCode 2 1,696 tok
mrwadams/stride-gpt stridegpt.streamlit.app An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat m 1,119 Codex, OpenCode 1 4,122 tok
daangn/seed-design seed-design.io SEED Design System 1,119 Claude Code, Codex, OpenCode 10 1,322 tok
agentrq/agentrq agentrq.com AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Co 1,115 Claude Code, Codex, OpenCode 2 2,692 tok
codestable/CodeStable codestable.dev CodeStable is an AI coding workflow for serious software engineering that keeps humans in 1,114 Claude Code, Codex, OpenCode 4 2,188 tok
novoid/Memacs What did I do on February 14th 2007? Visualize your (digital) life in Org-mode 1,109 Codex, OpenCode 1 2,975 tok
agentlas-ai/Agentlas-OS agentlas.cloud Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Loca 1,108 Claude Code, Codex, Gemini CLI, OpenCode 3 7,327 tok
Onelevenvy/flock A desktop multi-agent harness built with Rust, Tauri, and React, powered by langgraph-rust 1,107 Claude Code, Codex, OpenCode 2 4,269 tok
ModernRelay/omnigraph omnigraph.dev Lakehouse native graph engine with git-style workflows 1,107 Claude Code, Codex, OpenCode 2 2,012 tok
coldteadotai/pr-lens prlens.dev Review code 100X faster. Lens draws every PR as animated architecture and data-flow walkth 1,106 Claude Code, Codex, OpenCode 3 1,500 tok
erha19/ping-island erha19.github.io A Dynamic Island-style command center for managing all your AI coding agents on macOS. 1,105 Claude Code, Codex, OpenCode 1 7,782 tok
TencentCloudBase/CloudBase-AI-Toolkit docs.cloudbase.net Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & 1,104 Claude Code, Codex, OpenCode 2 6,543 tok
prompt-security/clawsec prompt.security A complete security skill suite for OpenClaw, Hermes, PicoClaw and NanoClaw agents (and va 1,103 Claude Code, Codex, OpenCode 2 3,541 tok
dpearson2699/swift-ios-skills skills.sh Agent Skills for iOS 26+, Swift 6.3, SwiftUI, and modern Apple frameworks 1,102 Codex, OpenCode 1 2,604 tok
ysr666/dsh-vision-router Eyes for text-only DeepSeek Harness agents: built-in free vision chain (no key) + pixel-le 1,102 Claude Code, Codex, GitHub Copilot 4 675 tok
foxhound87/mobx-formkit foxhound87.github.io Reactive MobX Form State Management 1,096 Codex, OpenCode 1 7,668 tok
BitMiracle-AI/Dormice The SQLite of agent sandboxes — self-hosted, E2B-compatible. One machine, sandboxes that l 1,096 Claude Code, Codex 1
LilMGenius/paperthin paperthin.ai Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent 1,094 Claude Code, Codex, OpenCode 2 3,358 tok
shaps80/SwiftUIBackports A collection of SwiftUI backports for iOS, macOS, tvOS and watchOS 1,092 Codex, OpenCode 1 653 tok